For renters, especially college students signing their first lease, reporting a maintenance issue can be frustrating: taking photos, describing the damage, writing emails to landlords, and keeping track of previous complaints, all while worrying that their concerns may be ignored or disputed. FixProof simplifies this process by using Google's Gemma 4 AI to analyze repair photos, generate editable maintenance reports, and draft professional landlord emails in seconds. Every report is timestamped
“What surprised us most was how much more difficult it was to make AI trustworthy than to make it functional. Getting Gemma 4 to analyze repair photos was only the beginning; the real challenge was building safeguards around its uncertainty, protecting renters’ data, and creating verifiable records that people could confidently review and control.”